Overview and Importance of Data Quality for Machine Learning Tasks

Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala. Overview and Importance of Data Quality for Machine Learning Tasks. In Rajesh Gupta 0001, Yan Liu 0002, Jiliang Tang, B. Aditya Prakash, editors, KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020. pages 3561-3562, ACM, 2020. [doi]

@inproceedings{JainPNGMGMAMM20,
  title = {Overview and Importance of Data Quality for Machine Learning Tasks},
  author = {Abhinav Jain and Hima Patel and Lokesh Nagalapatti and Nitin Gupta and Sameep Mehta and Shanmukha C. Guttula and Shashank Mujumdar and Shazia Afzal and Ruhi Sharma Mittal and Vitobha Munigala},
  year = {2020},
  url = {https://dl.acm.org/doi/10.1145/3394486.3406477},
  researchr = {https://researchr.org/publication/JainPNGMGMAMM20},
  cites = {0},
  citedby = {0},
  pages = {3561-3562},
  booktitle = {KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  editor = {Rajesh Gupta 0001 and Yan Liu 0002 and Jiliang Tang and B. Aditya Prakash},
  publisher = {ACM},
  isbn = {978-1-4503-7998-4},
}